Comparison of Portfolio Optimization for Investors at Different Levels of Investors' Risk Aversion in Tehran Stock Exchange with Meta-Heuristic Algorithms
Subject Areas : Statistical Methods in Financial ManagementMohammad Hassan Fotros 1 , Idris Miri 2 , Ayob Miri 3
1 - Faculty of Economic and Social Sciences,Hamedan university, Iran
2 - Faculty of Management and Accounting, Orumieh,Iran
3 - Faculty of Economics and Social Sciences,Hamedan university, Iran
Keywords:
Abstract :
[1] Alborzi, M., Genetic Algorithm, Sharif University Publications, 2007.
[2] Aminzadeh Goharrizi, B., Tohidirad, S., Asadi, R., Using the NSGA-II Algorithm to Solve Multi-Objective Problems, Journal of Urban Studies, 2016, 5(19), P.15-26.
[3] Anagnostopoulos Konstantin, K., Mamanis, G., Multi-objective evolutionary algorithms for complex portfolio optimization problems, Computational Management Science, 2011, 8(3), P.259–279. Doi: 10.1007/s10287-009-0113-8
[4] Badri Ahmad, A., Fathollahi, F., Momentum Return: Evidence from the Tehran Stock Exchange, Journal of Investment Knowledge, 2014, 3, P. 1-20.
[5] Bozorgi Amiri, A., Mahboobnia, M., Dabiri, N., Presentation of the New Routing Model Under Uncertainty, Journal of Industrial Engineering Research in Manufacturing Systems, 2017, 5(10), P. 99-115. Doi:10.2208 4/IER.2017.9761.1467
[6] Coello, C.A., Van Veldhuizen, D.A., Lamont, G.B., Evolutionary Algorithm for solving Multi-objective problems, Kluwer Academic Publishers, New York, 2007
[7] Czyzak, P., Jaszkiewicz, A., Pareto simulated annealing a metaheuristic for Multi objective combinatorial optimization, Journal of Multi-Criteria Decision Analysis, 1998, 7(1), P.34-47.Doi:10.1002/(SICI)1099-1360(19 9801)7:1 3.0.CO;2-6
[8] Fama, F.E., Kenneth, R., Permanent and temporary components of stock prices, Journal of political Economy, 1988, 96(2), P.246-273.
[9] Hadi, N., Farhad, A.R., Khajeh, M., Evaluation and Comparison of Multi-Objective Algorithms for Solving the Design Optimization Problem (Case Study: Optimal Design of Military Equipment), Military Management Quarterly, 2017, 4, P.128-163.
[10] Hilsenrath, E.J., Belief in Efficient Valuation Yields Ground to Role of Irrational Investor: Mr Thaler Takes on Mr Fama, Wall Street Journal, 2004.
[11] Jones, P.C., Investment Management, Danesh Publications, Second Edition, Tehran, 2005
[12] Miryekemami, S., Sadeh, E., Sabegh, Z., Using Genetic Algorithm in Solving Stochastic Programming for Multi-Objective Portfolio Selection in Tehran Stock Exchange, Advances in Mathematical Finance and Applications, 2017, 2(4), 107-120. Doi: 10.22034/AMFA.2017.536271
[13] Meghwani, S.S., Thakur, M., Multi-criteria algorithms for portfolio optimization under practical constraints, Swarm and Evolutionary Computation, 2017, 37, P.104-125.Doi:10.1016/j.swevo.2017.06.005
[14] Pumpin, U.M., Behavioral Financial Knowledge and Asset Management, Kayhan Publishing Company, 1994.
[15] Raei, R., Pooyanfar, R., Advanced Investment Management, Samt Publications, 2012.
[16] Rahmani, A., Sarhang, H., Analysis of Factors Affecting Stock Returns Based on Trading Strategies, Journal of Financial Engineering and Management of Securities, 2011, 2(9), P.79-104.
[17] Rajabi, M., Khalozadeh, H., Optimization and comparison of stock portfolio in Tehran Stock Exchange using multi-objective evolutionary optimization algorithm, Financial Research Journal, 2014, 16(2), P.253-270. (In Persian)
[18] Rezaei, N., Elmi, Z., Behavioral Finance Models and Behavioral Biases in Stock Price Forecasting. Advances in Mathematical Finance and Applications, 2018, 3(4), 67-82. Doi: 10.22034/amfa.2019.576127.1118
[19] Sinaei, H., Ajdarpour, L., Investigating Profitability of Momentum and Contrarian Strategies in Tehran Stock Exchange, Quarterly Financial Accounting Journal, 2014, 6(21), P.50-29.
[20] Vo Xuan Vinh, Q.B., Truong, Does momentum work? Evidence from Vietnam stock market, Journal of Behavioural and Experimental Finance, 2018, 17, P. 10-15.Doi:10.1016/j.jbef.2017.12.002
[21] Yang, Y., Goncu, A., Pantelous, A., Momentum and reversal strategies in Chinese commodity futures markets, International Review of Financial Analysis, 2018, 60, P.177-196. Doi:10.1016/j.irfa.2018.09.012
[22] Ziaie Bigdeli, M., Bahrami, K., An Investigation of the Reversal Trading Strategy in Portfolio in Tehran Stock Exchange, Financial Knowledge Analysis of the Securities, 2013, 6(1), P.103-117. (In Persian)
[23] Zeng, D., Liu, H., The Study of the Momentum Effect and the Reversal Effect on the Chinese Stock Market, Advances in Economics, Business and Management Research, 2016, 16, P. 80-112 Doi: 10.1109/ICSSSM.2 015.7170203
[24] Zitzler, E., T. Hohm, A Multiobjective Evolutionary Algorithm for Numerical Parameter Space Characterization of Reaction Diffusion Systems. In: Kadirkamanathan V., Sanguinetti G., Girolami M., Niranjan M., Noirel J. (eds) Pattern Recognition in Bioinformatics. PRIB 2009. Lecture Notes in Computer Science, vol 5780. Springer, Berlin, Heidelberg, 2009, 3, P.162-174. Doi: 10.1007/978-3-642-04031-3_15.
[25] Markowitz, H., Portfolio selection, The Journal of Finance, 1952, 7(1), P.77-91.
[26] Hall, B.A., Jaffe, A., Trajtenberg, M., Market Value and Patent Citations: A First Look. Working Paper no. 7741, National Bureau of Economic Research, 2000.
[27] Bernard, Thomas, J.K., Evidence that stock prices do not fully reflect the implications of current earnings for future earnings, Journal of Accounting and Economics. 1990, 13(4), P.305-400.
[28] Park, H.Y., Datta-Gupta, A., King, M.J., Handling conflicting multiple objectives using Pareto-based evolutionary algorithm during history matching of reservoir performance, Journal of Petroleum Science and Engineering, 2015, 125, P.48-66.
[29] Zitzler, E., Brockhoff, D., Thiele, L., The hypervolume indicator revisited: On the design of Pareto-compliant indicators via weighted integration, In: International Conference on Evolutionary Multi-Criterion Optimization, 2007, 5, P.862-876,